##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 212136  38.553%  (98.878% of non-spam corpus)
# Correctly spam:     275673  50.100%  (82.118% of spam corpus)
# False positives:      2408  0.438%  (1.122% of nonspam, 346611 weighted)
# False negatives:     60030  10.910%  (17.882% of spam, 138072 weighted)
# Average score for spam:  10.9    nonspam: -0.6
# Average for false-pos:   9.2  false-neg: 2.3
# TOTAL:              550247  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26546  98.80%
# Correctly spam:      34454  82.31%
# False positives:       322  1.20%
# False negatives:      7403  17.69%
# TCR(l=50): 1.780922  SpamRecall: 82.314%  SpamPrec: 99.074%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 212965  99.26%
# Correctly spam:     132931  39.60%
# False positives:      1579  0.74%
# False negatives:    202772  60.40%
# TCR(l=50): 1.191611  SpamRecall: 39.598%  SpamPrec: 98.826%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26672  99.27%
# Correctly spam:      16732  39.97%
# False positives:       196  0.73%
# False negatives:     25125  60.03%
# TCR(l=50): 1.198482  SpamRecall: 39.974%  SpamPrec: 98.842%
